If this does not work using the Default permalinks settings, why isn’t this mentioned in the installation instructions?

I ended up deactivating and deleting this plugin. I found better luck going directly to Google Picasa and getting the EMBED code from there and inserting the code directly into my page with no need to change my whole website permalinks for one plugin. That works with no problems!